Prepare for Streamlit Cloud deployment - Add deployment files, fix clustering chart error, update requirements

Enterprise: Transform to production-grade architecture with FastAPI, Docker, K8s, monitoring, and comprehensive tooling

Initial commit: FRED_ML project without binary files